CVE-2020-26270

In affected versions of TensorFlow running an LSTM/GRU model where the LSTM/GRU layer receives an input with zero-length results in a CHECK failure when using the CUDA backend. This can result in a query-of-death vulnerability, via denial of service, if users can control the input to the layer. This is fixed in versions 1.15.5, 2.0.4, 2.1.3, 2.2.2, 2.3.2, and 2.4.0.
Configurations

Configuration 1 (hide)

OR cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*
cpe:2.3:a:google:tensorflow:*:*:*:*:*:*:*:*

History

21 Nov 2024, 05:19

Type Values Removed Values Added
References () https://github.com/tensorflow/tensorflow/commit/14755416e364f17fb1870882fa778c7fec7f16e3 - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/commit/14755416e364f17fb1870882fa778c7fec7f16e3 - Patch, Third Party Advisory
References () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m648-33qf-v3gp - Patch, Third Party Advisory () https://github.com/tensorflow/tensorflow/security/advisories/GHSA-m648-33qf-v3gp - Patch, Third Party Advisory
CVSS v2 : 2.1
v3 : 3.3
v2 : 2.1
v3 : 4.4

Information

Published : 2020-12-10 23:15

Updated : 2024-11-21 05:19


NVD link : CVE-2020-26270

Mitre link : CVE-2020-26270

CVE.ORG link : CVE-2020-26270


JSON object : View

Products Affected

google

  • tensorflow
CWE
CWE-20

Improper Input Validation